if [ $# -lt 2 ]; then
        echo "No dataset or few-shot ratio provided!"
else
        DATASET=$1
        RATIO=$2
        NAME=${DATASET}"-flow-"${RATIO}
        echo Dataset is: ${DATASET}
        if [ ! -d results/${NAME} ]; then
                mkdir -p results/${NAME}
                mkdir -p logs/${NAME}
                echo "Made directories!"
        fi
        script --timing=logs/${NAME}/finetune.time logs/${NAME}/finetune.log -f -c "python3 \
                fine-tuning/run_classifier.py \
                --pretrained_model_path models/pretrained_model.bin \
                --vocab_path models/encryptd_vocab.txt \
                --train_path datasets/${DATASET}/tsv/flow/train_${RATIO}_dataset.tsv \
                --dev_path datasets/${DATASET}/tsv/flow/valid_dataset.tsv \
                --test_path datasets/${DATASET}/tsv/flow/test_dataset.tsv \
                --epochs_num 10 --batch_size 32 --embedding word_pos_seg \
                --encoder transformer --mask fully_visible \
                --seq_length 512 --learning_rate 2e-5 \
                --output_model_path results/${NAME}/finetuned_model.bin \
                --confusion_matrix_path results/${NAME}/confusion_matrix \
                --report_steps 10"
fi